Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 148.6 KiB |
| Average record size in memory | 152.1 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 12 |
GamerID is uniformly distributed | Uniform |
GamerID has unique values | Unique |
InGamePurchases has 137 (13.7%) zeros | Zeros |
StreamingHoursPerWeek has 16 (1.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-07-10 06:31:33.394601 |
|---|---|
| Analysis finished | 2025-07-10 06:32:05.785499 |
| Duration | 32.39 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
GamerID
Real number (ℝ)
Uniform Unique
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1500.5 |
| Minimum | 1001 |
|---|---|
| Maximum | 2000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 1001 |
|---|---|
| 5-th percentile | 1050.95 |
| Q1 | 1250.75 |
| median | 1500.5 |
| Q3 | 1750.25 |
| 95-th percentile | 1950.05 |
| Maximum | 2000 |
| Range | 999 |
| Interquartile range (IQR) | 499.5 |
Descriptive statistics
| Standard deviation | 288.81944 |
|---|---|
| Coefficient of variation (CV) | 0.19248213 |
| Kurtosis | -1.2 |
| Mean | 1500.5 |
| Median Absolute Deviation (MAD) | 250 |
| Skewness | 0 |
| Sum | 1500500 |
| Variance | 83416.667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2000 | 1 | 0.1% |
| 1001 | 1 | 0.1% |
| 1002 | 1 | 0.1% |
| 1003 | 1 | 0.1% |
| 1004 | 1 | 0.1% |
| 1005 | 1 | 0.1% |
| 1006 | 1 | 0.1% |
| 1007 | 1 | 0.1% |
| 1984 | 1 | 0.1% |
| 1983 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 1001 | 1 | |
| 1002 | 1 | |
| 1003 | 1 | |
| 1004 | 1 | |
| 1005 | 1 | |
| 1006 | 1 | |
| 1007 | 1 | |
| 1008 | 1 | |
| 1009 | 1 | |
| 1010 | 1 |
| Value | Count | Frequency (%) |
| 2000 | 1 | |
| 1999 | 1 | |
| 1998 | 1 | |
| 1997 | 1 | |
| 1996 | 1 | |
| 1995 | 1 | |
| 1994 | 1 | |
| 1993 | 1 | |
| 1992 | 1 | |
| 1991 | 1 |
PreferredGenre_Adventure
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 873 | |
| 1 | 127 | 12.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 873 | |
| 1 | 127 | 12.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 873 | |
| 1 | 127 | 12.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 873 | |
| 1 | 127 | 12.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 873 | |
| 1 | 127 | 12.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 873 | |
| 1 | 127 | 12.7% |
PreferredGenre_Puzzle
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 135 | 13.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 135 | 13.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 135 | 13.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 135 | 13.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 135 | 13.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 135 | 13.5% |
PreferredGenre_RPG
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 854 | |
| 1 | 146 | 14.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 854 | |
| 1 | 146 | 14.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 854 | |
| 1 | 146 | 14.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 854 | |
| 1 | 146 | 14.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 854 | |
| 1 | 146 | 14.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 854 | |
| 1 | 146 | 14.6% |
PreferredGenre_Shooter
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 859 | |
| 1 | 141 | 14.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 859 | |
| 1 | 141 | 14.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 859 | |
| 1 | 141 | 14.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 859 | |
| 1 | 141 | 14.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 859 | |
| 1 | 141 | 14.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 859 | |
| 1 | 141 | 14.1% |
PreferredGenre_Simulation
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 852 | |
| 1 | 148 | 14.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 852 | |
| 1 | 148 | 14.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 852 | |
| 1 | 148 | 14.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 852 | |
| 1 | 148 | 14.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 852 | |
| 1 | 148 | 14.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 852 | |
| 1 | 148 | 14.8% |
PreferredGenre_Sports
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 858 | |
| 1 | 142 | 14.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 858 | |
| 1 | 142 | 14.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 858 | |
| 1 | 142 | 14.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 858 | |
| 1 | 142 | 14.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 858 | |
| 1 | 142 | 14.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 858 | |
| 1 | 142 | 14.2% |
AvgSessionTimeMins
Real number (ℝ)
| Distinct | 614 |
|---|---|
| Distinct (%) | 61.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.3999 |
| Minimum | 10 |
|---|---|
| Maximum | 158.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10.795 |
| Q1 | 38.875 |
| median | 60.45 |
| Q3 | 82.725 |
| 95-th percentile | 110.285 |
| Maximum | 158.3 |
| Range | 148.3 |
| Interquartile range (IQR) | 43.85 |
Descriptive statistics
| Standard deviation | 29.571291 |
|---|---|
| Coefficient of variation (CV) | 0.4816179 |
| Kurtosis | -0.37170915 |
| Mean | 61.3999 |
| Median Absolute Deviation (MAD) | 22.1 |
| Skewness | 0.24536571 |
| Sum | 61399.9 |
| Variance | 874.46123 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 47 | 4.7% |
| 66 | 6 | 0.6% |
| 81.1 | 5 | 0.5% |
| 47 | 4 | 0.4% |
| 86.1 | 4 | 0.4% |
| 53.7 | 4 | 0.4% |
| 87.7 | 4 | 0.4% |
| 61.6 | 4 | 0.4% |
| 54.8 | 4 | 0.4% |
| 68.2 | 4 | 0.4% |
| Other values (604) | 914 |
| Value | Count | Frequency (%) |
| 10 | 47 | |
| 10.3 | 1 | 0.1% |
| 10.4 | 1 | 0.1% |
| 10.7 | 1 | 0.1% |
| 10.8 | 1 | 0.1% |
| 11.2 | 1 | 0.1% |
| 11.6 | 1 | 0.1% |
| 12.1 | 1 | 0.1% |
| 12.8 | 1 | 0.1% |
| 12.9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 158.3 | 1 | |
| 152.5 | 1 | |
| 149.3 | 1 | |
| 145.6 | 1 | |
| 144.2 | 1 | |
| 137.4 | 1 | |
| 133.8 | 2 | |
| 132 | 2 | |
| 131.8 | 1 | |
| 129.5 | 1 |
SessionsPerWeek
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.481 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 8 |
| Q3 | 11 |
| 95-th percentile | 14 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.0316117 |
|---|---|
| Coefficient of variation (CV) | 0.53891347 |
| Kurtosis | -1.2141937 |
| Mean | 7.481 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | -0.015293938 |
| Sum | 7481 |
| Variance | 16.253893 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 9 | 85 | 8.5% |
| 2 | 84 | 8.4% |
| 10 | 74 | 7.4% |
| 7 | 73 | 7.3% |
| 3 | 72 | 7.2% |
| 13 | 72 | 7.2% |
| 11 | 71 | 7.1% |
| 8 | 71 | 7.1% |
| 4 | 69 | 6.9% |
| 14 | 69 | 6.9% |
| Other values (4) | 260 |
| Value | Count | Frequency (%) |
| 1 | 68 | |
| 2 | 84 | |
| 3 | 72 | |
| 4 | 69 | |
| 5 | 62 | |
| 6 | 64 | |
| 7 | 73 | |
| 8 | 71 | |
| 9 | 85 | |
| 10 | 74 |
| Value | Count | Frequency (%) |
| 14 | 69 | |
| 13 | 72 | |
| 12 | 66 | |
| 11 | 71 | |
| 10 | 74 | |
| 9 | 85 | |
| 8 | 71 | |
| 7 | 73 | |
| 6 | 64 | |
| 5 | 62 |
InGamePurchases
Real number (ℝ)
Zeros
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.004 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 137 |
| Zeros (%) | 13.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4275931 |
|---|---|
| Coefficient of variation (CV) | 0.7123718 |
| Kurtosis | 0.63001872 |
| Mean | 2.004 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.74172986 |
| Sum | 2004 |
| Variance | 2.038022 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 2 | 280 | |
| 1 | 266 | |
| 3 | 168 | |
| 0 | 137 | |
| 4 | 93 | 9.3% |
| 5 | 44 | 4.4% |
| 7 | 6 | 0.6% |
| 6 | 4 | 0.4% |
| 8 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 137 | |
| 1 | 266 | |
| 2 | 280 | |
| 3 | 168 | |
| 4 | 93 | 9.3% |
| 5 | 44 | 4.4% |
| 6 | 4 | 0.4% |
| 7 | 6 | 0.6% |
| 8 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 8 | 2 | 0.2% |
| 7 | 6 | 0.6% |
| 6 | 4 | 0.4% |
| 5 | 44 | 4.4% |
| 4 | 93 | 9.3% |
| 3 | 168 | |
| 2 | 280 | |
| 1 | 266 | |
| 0 | 137 |
AchievementsUnlocked
Real number (ℝ)
| Distinct | 100 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.1 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 10 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 24 |
| median | 49 |
| Q3 | 73 |
| 95-th percentile | 93 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 28.771928 |
|---|---|
| Coefficient of variation (CV) | 0.58598631 |
| Kurtosis | -1.1829423 |
| Mean | 49.1 |
| Median Absolute Deviation (MAD) | 24.5 |
| Skewness | -0.017341363 |
| Sum | 49100 |
| Variance | 827.82382 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 48 | 19 | 1.9% |
| 66 | 17 | 1.7% |
| 33 | 17 | 1.7% |
| 62 | 17 | 1.7% |
| 83 | 16 | 1.6% |
| 86 | 15 | 1.5% |
| 27 | 15 | 1.5% |
| 56 | 15 | 1.5% |
| 15 | 15 | 1.5% |
| 46 | 14 | 1.4% |
| Other values (90) | 840 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 1 | 11 | |
| 2 | 14 | |
| 3 | 8 | |
| 4 | 13 | |
| 5 | 11 | |
| 6 | 5 | 0.5% |
| 7 | 14 | |
| 8 | 14 | |
| 9 | 7 |
| Value | Count | Frequency (%) |
| 99 | 13 | |
| 98 | 9 | |
| 97 | 7 | |
| 96 | 9 | |
| 95 | 6 | |
| 94 | 5 | 0.5% |
| 93 | 13 | |
| 92 | 8 | |
| 91 | 13 | |
| 90 | 8 |
FriendsInNetwork
Real number (ℝ)
| Distinct | 293 |
|---|---|
| Distinct (%) | 29.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148.651 |
| Minimum | 0 |
|---|---|
| Maximum | 299 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15.95 |
| Q1 | 72.75 |
| median | 147 |
| Q3 | 223 |
| 95-th percentile | 285 |
| Maximum | 299 |
| Range | 299 |
| Interquartile range (IQR) | 150.25 |
Descriptive statistics
| Standard deviation | 87.648796 |
|---|---|
| Coefficient of variation (CV) | 0.58962803 |
| Kurtosis | -1.234173 |
| Mean | 148.651 |
| Median Absolute Deviation (MAD) | 75 |
| Skewness | 0.028109448 |
| Sum | 148651 |
| Variance | 7682.3115 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 168 | 9 | 0.9% |
| 37 | 9 | 0.9% |
| 286 | 9 | 0.9% |
| 260 | 8 | 0.8% |
| 285 | 8 | 0.8% |
| 169 | 8 | 0.8% |
| 150 | 7 | 0.7% |
| 21 | 7 | 0.7% |
| 95 | 7 | 0.7% |
| 268 | 7 | 0.7% |
| Other values (283) | 921 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 1 | 2 | 0.2% |
| 2 | 2 | 0.2% |
| 3 | 2 | 0.2% |
| 5 | 3 | |
| 6 | 2 | 0.2% |
| 7 | 4 | |
| 8 | 5 | |
| 9 | 4 | |
| 10 | 5 |
| Value | Count | Frequency (%) |
| 299 | 1 | 0.1% |
| 298 | 3 | |
| 297 | 3 | |
| 296 | 6 | |
| 295 | 3 | |
| 294 | 2 | 0.2% |
| 293 | 2 | 0.2% |
| 292 | 3 | |
| 291 | 4 | |
| 290 | 3 |
PrefersMultiplayer
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 688 | |
| 0 | 312 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 688 | |
| 0 | 312 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 688 | |
| 0 | 312 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 688 | |
| 0 | 312 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 688 | |
| 0 | 312 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 688 | |
| 0 | 312 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 522 | |
| 0 | 478 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 522 | |
| 0 | 478 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 522 | |
| 0 | 478 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 522 | |
| 0 | 478 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 522 | |
| 0 | 478 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 522 | |
| 0 | 478 |
StreamingHoursPerWeek
Real number (ℝ)
Zeros
| Distinct | 124 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8888 |
| Minimum | 0 |
|---|---|
| Maximum | 25.2 |
| Zeros | 16 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.8 |
| median | 1.9 |
| Q3 | 3.9 |
| 95-th percentile | 8.8 |
| Maximum | 25.2 |
| Range | 25.2 |
| Interquartile range (IQR) | 3.1 |
Descriptive statistics
| Standard deviation | 3.0545613 |
|---|---|
| Coefficient of variation (CV) | 1.0573807 |
| Kurtosis | 7.9037788 |
| Mean | 2.8888 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 2.3318911 |
| Sum | 2888.8 |
| Variance | 9.3303449 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.2 | 39 | 3.9% |
| 0.5 | 38 | 3.8% |
| 1 | 34 | 3.4% |
| 0.1 | 32 | 3.2% |
| 0.8 | 31 | 3.1% |
| 1.1 | 31 | 3.1% |
| 0.4 | 30 | 3.0% |
| 0.6 | 29 | 2.9% |
| 2.4 | 26 | 2.6% |
| 0.9 | 25 | 2.5% |
| Other values (114) | 685 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 0.1 | 32 | |
| 0.2 | 39 | |
| 0.3 | 20 | |
| 0.4 | 30 | |
| 0.5 | 38 | |
| 0.6 | 29 | |
| 0.7 | 20 | |
| 0.8 | 31 | |
| 0.9 | 25 |
| Value | Count | Frequency (%) |
| 25.2 | 1 | |
| 21.5 | 1 | |
| 18.9 | 1 | |
| 18.6 | 1 | |
| 17.8 | 1 | |
| 15.6 | 2 | |
| 15.2 | 1 | |
| 14.9 | 1 | |
| 14.7 | 1 | |
| 14.4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
GamerType_Strategist
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 778 | |
| 1 | 222 | 22.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 778 | |
| 1 | 222 | 22.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 778 | |
| 1 | 222 | 22.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 778 | |
| 1 | 222 | 22.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 778 | |
| 1 | 222 | 22.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 778 | |
| 1 | 222 | 22.2% |
GamerType_Socializer
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 800 | |
| 1 | 200 | 20.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 800 | |
| 1 | 200 | 20.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 800 | |
| 1 | 200 | 20.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 800 | |
| 1 | 200 | 20.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 800 | |
| 1 | 200 | 20.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 800 | |
| 1 | 200 | 20.0% |
GamerType_Explorer
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 184 | 18.4% |
Interactions
Correlations
| AchievementsUnlocked | AvgSessionTimeMins | FriendsInNetwork | GamerID | GamerType_Casual | GamerType_Explorer | GamerType_Socializer | GamerType_Strategist | InGamePurchases | PreferredGenre_Adventure | PreferredGenre_Puzzle | PreferredGenre_RPG | PreferredGenre_Shooter | PreferredGenre_Simulation | PreferredGenre_Sports | PrefersMultiplayer | SessionsPerWeek | StreamingHoursPerWeek | UsesVoiceChat | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AchievementsUnlocked | 1.000 | -0.002 | 0.018 | -0.034 | 0.000 | 0.000 | 0.038 | 0.000 | -0.018 | 0.006 | 0.023 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | -0.001 | 0.008 | 0.028 |
| AvgSessionTimeMins | -0.002 | 1.000 | 0.079 | -0.037 | 0.032 | 0.056 | 0.000 | 0.079 | 0.045 | 0.000 | 0.043 | 0.000 | 0.000 | 0.054 | 0.000 | 0.000 | 0.014 | 0.025 | 0.000 |
| FriendsInNetwork | 0.018 | 0.079 | 1.000 | -0.006 | 0.000 | 0.023 | 0.103 | 0.000 | 0.027 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.020 | 0.000 | -0.003 | -0.007 | 0.000 |
| GamerID | -0.034 | -0.037 | -0.006 | 1.000 | 0.000 | 0.052 | 0.027 | 0.030 | 0.033 | 0.000 | 0.041 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.014 | -0.021 | 0.045 |
| GamerType_Casual | 0.000 | 0.032 | 0.000 | 0.000 | 1.000 | 0.220 | 0.232 | 0.249 | 0.042 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 0.044 | 0.000 | 0.000 |
| GamerType_Explorer | 0.000 | 0.056 | 0.023 | 0.052 | 0.220 | 1.000 | 0.232 | 0.249 | 0.064 | 0.000 | 0.036 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.085 | 0.000 | 0.000 |
| GamerType_Socializer | 0.038 | 0.000 | 0.103 | 0.027 | 0.232 | 0.232 | 1.000 | 0.262 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.055 | 0.000 | 0.000 |
| GamerType_Strategist | 0.000 | 0.079 | 0.000 | 0.030 | 0.249 | 0.249 | 0.262 | 1.000 | 0.048 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 |
| InGamePurchases | -0.018 | 0.045 | 0.027 | 0.033 | 0.042 | 0.064 | 0.000 | 0.048 | 1.000 | 0.133 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.045 | 0.003 | 0.056 | 0.000 |
| PreferredGenre_Adventure | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.133 | 1.000 | 0.143 | 0.150 | 0.147 | 0.152 | 0.148 | 0.000 | 0.000 | 0.000 | 0.000 |
| PreferredGenre_Puzzle | 0.023 | 0.043 | 0.000 | 0.041 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.143 | 1.000 | 0.156 | 0.153 | 0.157 | 0.153 | 0.012 | 0.000 | 0.000 | 0.016 |
| PreferredGenre_RPG | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.037 | 0.044 | 0.000 | 0.000 | 0.150 | 0.156 | 1.000 | 0.160 | 0.165 | 0.161 | 0.000 | 0.000 | 0.008 | 0.000 |
| PreferredGenre_Shooter | 0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.147 | 0.153 | 0.160 | 1.000 | 0.162 | 0.158 | 0.000 | 0.000 | 0.000 | 0.000 |
| PreferredGenre_Simulation | 0.000 | 0.054 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 0.032 | 0.000 | 0.152 | 0.157 | 0.165 | 0.162 | 1.000 | 0.163 | 0.000 | 0.036 | 0.068 | 0.000 |
| PreferredGenre_Sports | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.148 | 0.153 | 0.161 | 0.158 | 0.163 | 1.000 | 0.000 | 0.000 | 0.015 | 0.000 |
| PrefersMultiplayer | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.014 | 0.135 | 0.000 |
| SessionsPerWeek | -0.001 | 0.014 | -0.003 | -0.014 | 0.044 | 0.085 | 0.055 | 0.045 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.000 | 0.014 | 1.000 | -0.064 | 0.067 |
| StreamingHoursPerWeek | 0.008 | 0.025 | -0.007 | -0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.056 | 0.000 | 0.000 | 0.008 | 0.000 | 0.068 | 0.015 | 0.135 | -0.064 | 1.000 | 0.035 |
| UsesVoiceChat | 0.028 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.035 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| GamerID | PreferredGenre_Adventure | PreferredGenre_Puzzle | PreferredGenre_RPG | PreferredGenre_Shooter | PreferredGenre_Simulation | PreferredGenre_Sports | AvgSessionTimeMins | SessionsPerWeek | InGamePurchases | AchievementsUnlocked | FriendsInNetwork | PrefersMultiplayer | UsesVoiceChat | StreamingHoursPerWeek | GamerType_Casual | GamerType_Strategist | GamerType_Socializer | GamerType_Explorer | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1001 | 0 | 0 | 0 | 0 | 0 | 0 | 108.4 | 5 | 0 | 69 | 67 | 1 | 0 | 0.3 | 0 | 0 | 0 | 0 |
| 1 | 1002 | 0 | 1 | 0 | 0 | 0 | 0 | 43.2 | 11 | 2 | 36 | 210 | 1 | 1 | 0.7 | 0 | 0 | 1 | 0 |
| 2 | 1003 | 0 | 0 | 0 | 1 | 0 | 0 | 54.8 | 6 | 2 | 82 | 41 | 1 | 1 | 0.9 | 0 | 0 | 0 | 0 |
| 3 | 1004 | 0 | 0 | 0 | 1 | 0 | 0 | 86.0 | 4 | 3 | 72 | 12 | 1 | 1 | 0.3 | 1 | 0 | 0 | 0 |
| 4 | 1005 | 0 | 0 | 0 | 0 | 0 | 0 | 66.2 | 3 | 0 | 62 | 12 | 1 | 0 | 8.1 | 1 | 0 | 0 | 0 |
| 5 | 1006 | 0 | 0 | 0 | 1 | 0 | 0 | 54.8 | 4 | 2 | 57 | 141 | 1 | 1 | 3.8 | 0 | 0 | 0 | 1 |
| 6 | 1007 | 0 | 0 | 0 | 0 | 0 | 1 | 129.0 | 8 | 2 | 10 | 269 | 1 | 1 | 0.1 | 0 | 0 | 0 | 1 |
| 7 | 1008 | 0 | 0 | 0 | 0 | 0 | 0 | 38.0 | 9 | 4 | 87 | 187 | 1 | 0 | 5.5 | 1 | 0 | 0 | 0 |
| 8 | 1009 | 0 | 0 | 0 | 0 | 1 | 0 | 22.3 | 8 | 0 | 36 | 253 | 1 | 0 | 4.9 | 0 | 0 | 0 | 1 |
| 9 | 1010 | 0 | 0 | 1 | 0 | 0 | 0 | 44.3 | 6 | 2 | 53 | 24 | 1 | 0 | 1.1 | 0 | 0 | 0 | 1 |
| GamerID | PreferredGenre_Adventure | PreferredGenre_Puzzle | PreferredGenre_RPG | PreferredGenre_Shooter | PreferredGenre_Simulation | PreferredGenre_Sports | AvgSessionTimeMins | SessionsPerWeek | InGamePurchases | AchievementsUnlocked | FriendsInNetwork | PrefersMultiplayer | UsesVoiceChat | StreamingHoursPerWeek | GamerType_Casual | GamerType_Strategist | GamerType_Socializer | GamerType_Explorer | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 1991 | 0 | 0 | 0 | 0 | 0 | 0 | 70.6 | 10 | 5 | 72 | 78 | 0 | 1 | 14.7 | 0 | 0 | 0 | 0 |
| 991 | 1992 | 1 | 0 | 0 | 0 | 0 | 0 | 29.4 | 5 | 7 | 27 | 263 | 1 | 0 | 6.0 | 0 | 1 | 0 | 0 |
| 992 | 1993 | 0 | 0 | 0 | 0 | 0 | 1 | 76.5 | 3 | 1 | 35 | 19 | 0 | 0 | 1.2 | 0 | 0 | 1 | 0 |
| 993 | 1994 | 0 | 0 | 0 | 0 | 0 | 1 | 23.6 | 3 | 1 | 9 | 82 | 0 | 1 | 13.2 | 1 | 0 | 0 | 0 |
| 994 | 1995 | 0 | 0 | 0 | 0 | 1 | 0 | 36.5 | 10 | 1 | 17 | 239 | 1 | 1 | 1.5 | 0 | 0 | 1 | 0 |
| 995 | 1996 | 1 | 0 | 0 | 0 | 0 | 0 | 28.3 | 8 | 1 | 59 | 167 | 1 | 1 | 2.8 | 0 | 0 | 1 | 0 |
| 996 | 1997 | 0 | 0 | 1 | 0 | 0 | 0 | 88.1 | 10 | 3 | 26 | 127 | 1 | 0 | 1.9 | 1 | 0 | 0 | 0 |
| 997 | 1998 | 1 | 0 | 0 | 0 | 0 | 0 | 85.7 | 9 | 6 | 15 | 67 | 1 | 1 | 0.7 | 0 | 0 | 0 | 1 |
| 998 | 1999 | 0 | 0 | 0 | 1 | 0 | 0 | 38.2 | 1 | 3 | 35 | 98 | 1 | 0 | 2.0 | 0 | 0 | 1 | 0 |
| 999 | 2000 | 0 | 0 | 0 | 1 | 0 | 0 | 61.0 | 5 | 4 | 90 | 254 | 1 | 0 | 7.2 | 1 | 0 | 0 | 0 |